Osaka University · Graduate School of Information Science

Research keywordsautonomous driving・edge computing・federated learning・energy management systems・drone scheduling・medical image classification・deep learning

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• Physics-Informed Surrogate Modeling for Degradation-Aware Battery Scheduling in Residential PV Systems2026 · Proc. of ACM International Conference on Systems for Energy-Efficient Buildings Cites, and Transportation (BuildSys) 2026年6月
• US-XAI: A RAG-Grounded Vision Language Model for Explainable Urinary Sediment Classification2026 · Proc. of The 22nd IEEE International Symposium on Biomedical Imaging (ISBI 2026) 2026年4月
• Accelerated Droplet Routing on MEDA Biochips Considering Shape-Dependent Velocity Models Through Guidance and Lower-Bound Constraints2026 · Applied Sciences 2026年1月30日 研究論文（学術雑誌）
• MILP-Based Integrated Control of Residential DERs Aggregation2026 · Proc. of ACM International Conference on Systems for Energy-Efficient Buildings Cites, and Transportation (BuildSys) 2026年6月

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